Dr. James McCaffrey of Microsoft Research explains how to implement a geometry-inspired optimization technique called spiral dynamics optimization (SDO), an alternative to Calculus-based techniques ...

This repository contains an end-to-end Marketing Mix Modeling (MMM) analysis using the Meta Robyn simulated weekly dataset. The project estimates model-based relationships between marketing activity ...

Abstract: A data-driven approach for stochastic optimization should preferably offer a finite-sample performance guarantee as well as asymptotic optimality. However, existing approaches that enjoy ...